{"id":"W4410890690","doi":"10.20343/teachlearninqu.13.23","title":"Context Matters: Enhancing SoTL by Exploring Interpersonal Relationship Building in Higher Education","year":2025,"lang":"en","type":"article","venue":"Teaching & Learning Inquiry The ISSOTL Journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; University of British Columbia; University of Calgary","funders":"University of Wyoming","keywords":"Context (archaeology); Higher education; Interpersonal communication; Interpersonal relationship; Psychology; Pedagogy; Scholarship of Teaching and Learning; Sociology; Faculty development; Engineering ethics; Professional development; Social psychology; Teaching method; Political science; Engineering; Geography; Teaching and learning center","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005638645,0.0005262245,0.0003539241,0.0009976423,0.005271188,0.00887229,0.001273396,0.001323439,0.006379537],"category_scores_gemma":[0.009031709,0.0002885952,0.0005331181,0.0008536588,0.005711236,0.01118675,0.01261197,0.002501035,0.000823086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00270094,"about_ca_system_score_gemma":0.00429088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436576,"about_ca_topic_score_gemma":0.003352112,"domain_scores_codex":[0.9923791,0.006177814,0.0001244874,0.0003731597,0.000402695,0.0005428381],"domain_scores_gemma":[0.9928276,0.004070714,0.0009169494,0.0006412172,0.0004196494,0.001123839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000109502,0.0006625746,0.02330805,0.001139288,0.00005219473,0.001598725,0.6916276,0.001110554,0.005399768,0.1014458,0.002536525,0.1710094],"study_design_scores_gemma":[0.00003708227,0.0004347334,0.01758034,0.001177302,0.00009079989,0.001071218,0.728484,0.002686525,0.003952648,0.1045341,0.139892,0.00005918963],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6913551,0.002233357,0.09844866,0.02279449,0.0002774537,0.0003101822,0.00007714969,0.0002867146,0.1842168],"genre_scores_gemma":[0.9836498,0.000636451,0.0117695,0.0007325545,0.00002519571,0.00009116683,0.00002614832,0.00003922087,0.003029928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00887229,"threshold_uncertainty_score":0.02982038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08277582031458892,"score_gpt":0.3810774780030889,"score_spread":0.2983016576885,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}